
session-init
by amiable-dev
Context-Aware AI Development System: Three-tiered memory architecture for persistent AI coding context with Pixeltable and Claude
SKILL.md
name: session-init description: > BOOTSTRAP PROTOCOL: Initialize session with recent git activity, user task context, and relevant architectural decisions. Run this at the start of every coding session. version: "1.0" author: luminescent-cluster compatibility:
- mcp: session-memory
- mcp: pixeltable-memory metadata: security-audit: true importance: critical
When to Use
- Starting a new coding session
- Resuming work after a break
- Switching to a different task
1. Environment Verification
First, verify that the knowledge base is synchronized with the codebase. Execute the following Bash command:
if [ -f .agent/state/last_ingest_sha ]; then
LAST=$(cat .agent/state/last_ingest_sha)
CURRENT=$(git rev-parse HEAD)
if [ "$LAST" != "$CURRENT" ]; then
echo "WARNING: Knowledge Base is stale (Last ingest: ${LAST:0:8}, HEAD: ${CURRENT:0:8}). Consider running hooks or proceed with caution."
else
echo "Knowledge Base is fresh."
fi
else
echo "WARNING: No ingestion state found. Run scripts/install_hooks.sh"
fi
Also verify hooks are installed:
[ -f .git/hooks/post-commit ] && echo "Hooks installed" || echo "WARNING: Hooks not installed. Run scripts/install_hooks.sh"
2. Context Loading Workflow
Perform these steps in order. Do not use git push or modify files.
2.1 Analyze Local State
- Get the last 5 commits:
git log -n 5 --oneline - Check for uncommitted work:
git status -sandgit diff --stat - Get current branch:
git branch --show-current
2.2 Retrieve Mental State (Session Memory)
- Call
mcp__session-memory__get_task_context - Decision Logic:
- If task is defined: Output "Resume Task: [Task Name]"
- If task is empty: Ask the user "What are we working on today?" and stop here
2.3 Retrieve Organizational Knowledge (Pixeltable)
Based on the file changes seen in Step 2.1, query for relevant context:
- Call
mcp__pixeltable-memory__search_organizational_memorywith keywords from current work - Call
mcp__pixeltable-memory__get_architectural_decisionsfor relevant ADRs
3. Output Format
Present a concise summary:
Status: [Fresh/Stale] Active Task: [Task Description] Current Branch: [branch-name] Recent Activity: [3 bullets on recent commits/changes] Relevant ADRs: [ADR titles or "None"] Open Questions: [From task context or "None"]
Score
Total Score
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